DataHour: Document Segmentation using Layout Parser

DataHour: Document Segmentation using Layout Parser

11 Mar 202309:03am - 11 Mar 202310:03am

DataHour: Document Segmentation using Layout Parser

About the Event

In this DataHour, Sumeet will give you a practical walkthrough of how document segmentation is done using Layout Parser.

He will start with an introduction to techniques regarding handling of searchable/scanned PDFs and its limitations which would be a foundation to the next step for usage of LayoutParser. Theoretical discussion regarding data preprocessing pipeline, creation of custom training set, training pipeline and post processing pipeline with seamless integration to any commercial/open source OCR service will be conducted following which various issues regarding OCR service would be discussed which would be handled by this approach. 


Prerequisites:
 Interest in learning the emerging and trending technologies and basic understanding of NLP, basics of Neural Network, Python, Statistical Hypothesis Testing and Clustering.

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Who is this DataHour for?

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About the Speaker

Sumeet Lalla

Sumeet Lalla

Software Engineer at NatWest Group

Sumeet Lalla has completed his Masters in Data Science from Higher School Of Economics Moscow and Bachelors of Engineering in Computer Engineering from Thapar University. With 5.5 years of experience in Data Science and Software Engineering he is currently working as a Data Scientist in Cognizant and have previously worked as Software Developer in Siemens Technology And Services and Technology Analyst in Deloitte Consulting and Pvt Ltd.

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